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Citations for "Using Randomization to Break the Curse of Dimensionality"

by John Rust

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  1. Kenneth L. Judd & Lilia Maliar & Serguei Maliar & Rafael Valero, 2013. "Smolyak Method for Solving Dynamic Economic Models: Lagrange Interpolation, Anisotropic Grid and Adaptive Domain," BYU Macroeconomics and Computational Laboratory Working Paper Series 2013-02, Brigham Young University, Department of Economics, BYU Macroeconomics and Computational Laboratory.
  2. Pál, Jenő & Stachurski, John, 2013. "Fitted value function iteration with probability one contractions," Journal of Economic Dynamics and Control, Elsevier, vol. 37(1), pages 251-264.
  3. Geweke, J. & Joel Horowitz & Pesaran, M.H., 2006. "Econometrics: A Bird’s Eye View," Cambridge Working Papers in Economics 0655, Faculty of Economics, University of Cambridge.
  4. Oliver Linton & Enno Mammen & Jens Perch Nielsen & C Tanggaard, 2000. "Yield curve estimation by kernel smoothing methods," LSE Research Online Documents on Economics 2270, London School of Economics and Political Science, LSE Library.
  5. Manuel Santos & John Rust, . "Convergence Properties of Policy Iteration," Working Papers 2133377, Department of Economics, W. P. Carey School of Business, Arizona State University.
  6. Oliver Linton & Enno Mammen, 2003. "Estimating semiparametric ARCH (8) models by kernel smoothing methods," LSE Research Online Documents on Economics 2187, London School of Economics and Political Science, LSE Library.
  7. Roberto Steri & Lukas Schmid, 2013. "Dynamic Corporate Liquidiy," 2013 Meeting Papers 1266, Society for Economic Dynamics.
  8. Linton, Oliver & Mammen, Enno & Nielsen, Jens Perch & Tanggaard, Carsten, 1998. "Estimating yield curves by Kernel smoothing methods," SFB 373 Discussion Papers 1999,54, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  9. Onatski, Alexei & Williams, Noah, 2002. "Modeling model uncertainty," Working Paper Series 0169, European Central Bank.
  10. Hans G. Bloemen, 2002. "The relation between wealth and labour market transitions: an empirical study for the Netherlands," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(3), pages 249-268.
  11. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2011. "R&D Investment, Exporting, and Productivity Dynamics," American Economic Review, American Economic Association, vol. 101(4), pages 1312-44, June.
  12. Sanghamitra Das & Mark J. Roberts & James R. Tybout, 2007. "Market Entry Costs, Producer Heterogeneity, and Export Dynamics," Econometrica, Econometric Society, vol. 75(3), pages 837-873, 05.
  13. Daniel Diermeier & Michael Keane & Antonio Merlo, 2004. "A Political Economy Model of Congressional Careers: Supplementary Materiel," PIER Working Paper Archive 04-038, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  14. Gamba, Andrea & Tesser, Matteo, 2009. "Structural estimation of real options models," Journal of Economic Dynamics and Control, Elsevier, vol. 33(4), pages 798-816, April.
  15. Hall, George & Rust, John, 2000. "An empirical model of inventory investment by durable commodity intermediaries," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 52(1), pages 171-214, June.
  16. Sullivan, Paul, 2006. "A Dynamic Analysis of Educational Attainment, Occupational Choices, and Job Search," MPRA Paper 3896, University Library of Munich, Germany, revised Jun 2007.
  17. Arvid Raknerud & Rolf Golombek, 2000. "Exit Dynamics with Rational Expectations," Discussion Papers 291, Research Department of Statistics Norway.
  18. S. B. Aruoba & Jesús Fernández-Villaverde & Juan F. Rubio-Ramirez, 2005. "Comparing Solution Methods for Dynamic Equilibrium Economies," Levine's Bibliography 122247000000000855, UCLA Department of Economics.
  19. Min Ouyang, 2005. "The Scarring Effect of Recessions," Computing in Economics and Finance 2005 205, Society for Computational Economics.
  20. Dietmar P.J. Leisen, 1997. "The Random-Time Binomial Model," Finance 9711005, EconWPA, revised 29 Nov 1998.
  21. Victor Aguirregabiria & Chun-Yu Ho, 2008. "A Dynamic Oligopoly Game of the US Airline Industry: Estimation and Policy Experiments," Working Papers tecipa-337, University of Toronto, Department of Economics.
  22. Patrick Bajari & Jeremy T. Fox & Kyoo il Kim & Stephen P. Ryan, 2009. "A Simple Nonparametric Estimator for the Distribution of Random Coefficients," NBER Working Papers 15210, National Bureau of Economic Research, Inc.
  23. Belzil, Christian & Hansen, Jörgen, 2002. "Earnings Dispersion, Risk Aversion and Education," CEPR Discussion Papers 3600, C.E.P.R. Discussion Papers.
  24. William F. Lincoln & Andrew H. McCallum, 2011. "Entry Costs & Increasing Trade," William Davidson Institute Working Papers Series wp1024, William Davidson Institute at the University of Michigan.
  25. John Bound & Todd Stinebrickner & Timothy Waidman, 2004. "Using a Structural Retirement Model to Simulate the Effect of Changes to the OASDI and Medicare Programs," Working Papers wp091, University of Michigan, Michigan Retirement Research Center.
  26. Szabolcs Lorincz, 2005. "Persistence Effects in a Dynamic Discrete Choice Model - Application to Low-End Computer Servers," IEHAS Discussion Papers 0510, Institute of Economics, Centre for Economic and Regional Studies, Hungarian Academy of Sciences.
  27. John Bound & Todd Stinebrickner & Timothy Waidmann, 2007. "Health, Economic Resources and the Work Decisions of Older Men," NBER Working Papers 13657, National Bureau of Economic Research, Inc.
  28. John Stachurski, 2006. "Continuous State Dynamic Programming Via Nonexpansive Approximation," KIER Working Papers 618, Kyoto University, Institute of Economic Research.
  29. Hugo Benitez-Silva & Moshe Buchinsky & Hiu-Man Chan & John Rust & Sofia Sheivasser, 1997. "An Empirical Analysis of the Social Security Disability Application, Appeal, and Award Process," Public Economics 9712001, EconWPA, revised 16 Feb 1998.
  30. Sullivan, Paul, 2006. "Interpolating Value Functions in Discrete Choice Dynamic Programming Models," MPRA Paper 864, University Library of Munich, Germany.
  31. De Pinto, Alessandro & Nelson, Gerald C., 2004. "A Dynamic Model Of Land Use Change With Spatially Explicit Data," 2004 Annual meeting, August 1-4, Denver, CO 20314, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  32. Victor Aguirregabiria & Gustavo Vicentini, 2006. "Dynamic Spatial Competition Between Multi-Store Firms," Working Papers tecipa-253, University of Toronto, Department of Economics.
  33. Hicks, Robert L. & Schnier, Kurt E., 2006. "A Spatial Model of Dolphin Avoidance in the Eastern Tropical Pacific Ocean," 2006 Annual meeting, July 23-26, Long Beach, CA 21290, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  34. Nikolaj Malchow-M�ller & Michael Svarer, 2003. "Estimation of the multinomial logit model with random effects," Applied Economics Letters, Taylor & Francis Journals, vol. 10(7), pages 389-392.
  35. Keane, Michael P. & Todd, Petra E. & Wolpin, Kenneth I., 2011. "The Structural Estimation of Behavioral Models: Discrete Choice Dynamic Programming Methods and Applications," Handbook of Labor Economics, Elsevier.
  36. Susumu Imai & Kala Krishna, 2001. "Employment, Dynamic Deterrence and Crime," NBER Working Papers 8281, National Bureau of Economic Research, Inc.
  37. John Rust & Joseph Traub & Henryk Wozniakowski, 1999. "No Curse of Dimensionality for Contraction Fixed Points Even in the Worst Case," Computational Economics 9902001, EconWPA.
  38. Ralph Stinebrickner & Todd Stinebrickner, 2013. "Academic Performance and College Dropout: Using Longitudinal Expectations Data to Estimate a Learning Model," University of Western Ontario, CIBC Centre for Human Capital and Productivity Working Papers 20135, University of Western Ontario, CIBC Centre for Human Capital and Productivity.
  39. Maciej Klimek & Marcin Pitera, 2014. "The least squares method for option pricing revisited," Papers 1404.7438, arXiv.org, revised May 2014.
  40. John Rust, 1997. "A Comparison of Policy Iteration Methods for Solving Continuous-State, Infinite-Horizon Markovian Decision Problems Using Random, Quasi-random, and Deterministic Discretizations," Computational Economics 9704001, EconWPA.
  41. Willi Semmler & Lars Grüne, 2004. "Asset Pricing with Delayed Consumption Decisions," Computing in Economics and Finance 2004 59, Society for Computational Economics.
  42. Daniel Ackerberg, 2009. "A new use of importance sampling to reduce computational burden in simulation estimation," Quantitative Marketing and Economics, Springer, vol. 7(4), pages 343-376, December.
  43. Jiarui Han & Tze Lai & Viktor Spivakovsky, 2006. "Approximate Policy Optimization and Adaptive Control in Regression Models," Computational Economics, Society for Computational Economics, vol. 27(4), pages 433-452, June.
  44. Michael Reiter, 1997. "Solving higher-dimensional continuous time stochastic control problems by value function regression," Economics Working Papers 299, Department of Economics and Business, Universitat Pompeu Fabra, revised Jun 1998.
  45. Luca Spataro, 2002. "New Tools in Micromodeling Retirement Decisions: Overview and Applications to the Italian Case," CeRP Working Papers 28, Center for Research on Pensions and Welfare Policies, Turin (Italy).
  46. John Rust, 1996. "Dealing with the Complexity of Economic Calculations," Computational Economics 9610002, EconWPA, revised 21 Oct 1997.
  47. Alemdar, Nedim M. & Sirakaya, Sibel & Husseinov, Farhad, 2006. "Optimal time aggregation of infinite horizon control problems," Journal of Economic Dynamics and Control, Elsevier, vol. 30(4), pages 569-593, April.
  48. Dechert, W.D. & O'Donnell, S.I., 2006. "The stochastic lake game: A numerical solution," Journal of Economic Dynamics and Control, Elsevier, vol. 30(9-10), pages 1569-1587.
  49. Sergio Monsalve, 2002. "Teoría de juegos: ¿hacia dónde vamos? (60 años después de von Neumann y Morgenstern)," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 4(7), pages 114-130, July-Dece.
  50. Moshe Buchinsky, 2008. "Residential Location in Israel," 2008 Meeting Papers 931, Society for Economic Dynamics.
  51. Kalwij, A.S., 1998. "Household Wealth, Female Labor Force Participation and Fertility Decisions," Discussion Paper 1998-89, Tilburg University, Center for Economic Research.
  52. Francisco Barillas & Jesús Fernández-Villaverde, 2006. "A Generalization of the Endogenous Grid Method," Levine's Bibliography 122247000000001200, UCLA Department of Economics.
  53. Hasan, Syed Akif & Subhani, Muhammad Imtiaz & Osman, Ms. Amber, 2012. "Gifts and sponsored trips for doctors matter more for sales of MNCs?(an application of censored regression)," MPRA Paper 37651, University Library of Munich, Germany.
  54. Grune, Lars & Semmler, Willi, 2004. "Using dynamic programming with adaptive grid scheme for optimal control problems in economics," Journal of Economic Dynamics and Control, Elsevier, vol. 28(12), pages 2427-2456, December.
  55. Andrew Ching & Susumu Imai & Masakazu Ishihara & Neelam Jain, 2009. "A Practitioner's Guide to Bayesian Estimation of Discrete Choice Dynamic Programming Models," Working Papers 1201, Queen's University, Department of Economics.
  56. Martin Shubik, 1998. "Game Theory, Complexity and Simplicity. Part III: Critique and Prospective," Cowles Foundation Discussion Papers 1184, Cowles Foundation for Research in Economics, Yale University.
  57. Lars Grüne & Willi Semmler, 2007. "Asset pricing with dynamic programming," Computational Economics, Society for Computational Economics, vol. 29(3), pages 233-265, May.
  58. W. Davis Dechert & Sharon I. O'Donnell & William A. Brock, 2006. "Learning Parameters in Non Linear Ecological Models," Computing in Economics and Finance 2006 258, Society for Computational Economics.
  59. Todd R. Stinebrickner, 2000. "Serially correlated variables in dynamic, discrete choice models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(6), pages 595-624.
  60. Dennis Kristensen & Bernard Salanie, 2013. "Higher-order properties of approximate estimators," CeMMAP working papers CWP45/13, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  61. Janssen, Marco A. & Anderies, John M. & Walker, Brian H., 2004. "Robust strategies for managing rangelands with multiple stable attractors," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 140-162, January.